{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "\n",
    "url= 'https://raw.githubusercontent.com/irenekarijadi/RF-LSTM-CEEMDAN/main/Dataset/data%20of%20UnivDorm_Prince.csv'\n",
    "data = pd.read_csv(url)\n",
    "\n",
    "new_data= data[(data['timestamp'] > '2015-03-01') & (data['timestamp'] < '2015-06-01')]\n",
    "dfs=new_data['energy']\n",
    "\n",
    "url1= 'https://raw.githubusercontent.com/irenekarijadi/RF-LSTM-CEEMDAN/main/Dataset/data%20of%20UnivLab_Christy.csv'\n",
    "data1 = pd.read_csv(url1)\n",
    "\n",
    "new_data1= data1[(data1['timestamp'] > '2015-03-01') & (data1['timestamp'] < '2015-06-01')]\n",
    "dfs1=new_data1['energy']\n",
    "\n",
    "url2= 'https://raw.githubusercontent.com/irenekarijadi/RF-LSTM-CEEMDAN/main/Dataset/data%20of%20UnivClass_Abby.csv'\n",
    "data2 = pd.read_csv(url2)\n",
    "\n",
    "new_data2= data2[(data2['timestamp'] > '2015-03-01') & (data2['timestamp'] < '2015-06-01')]\n",
    "dfs2=new_data2['energy']\n",
    "\n",
    "\n",
    "url3= 'https://raw.githubusercontent.com/irenekarijadi/RF-LSTM-CEEMDAN/main/Dataset/data%20of%20Office_Abigail.csv'\n",
    "data3 = pd.read_csv(url3)\n",
    "\n",
    "new_data3= data3[(data3['timestamp'] > '2015-03-01') & (data3['timestamp'] < '2015-06-01')]\n",
    "dfs3=new_data3['energy']\n",
    "\n",
    "\n",
    "url4= 'https://raw.githubusercontent.com/irenekarijadi/RF-LSTM-CEEMDAN/main/Dataset/data%20of%20PrimClass_Jaden.csv'\n",
    "data4 = pd.read_csv(url4)\n",
    "\n",
    "new_data4= data4[(data4['timestamp'] > '2015-03-01') & (data4['timestamp'] < '2015-06-01')]\n",
    "dfs4=new_data4['energy']\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "dfs=dfs[:2149]\n",
    "dfs1=dfs1[:2149]\n",
    "dfs2=dfs2[:2149]\n",
    "dfs3=dfs3[:2149]\n",
    "dfs4=dfs4[:2149]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.0001, 0.5, 'kw')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x432 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x=range(0,2149)\n",
    "fig, ax = plt.subplots(5, 1,sharex=True,\n",
    "                       figsize=(8, 6),tight_layout=True)\n",
    "#fig.suptitle('Sharing both axes')\n",
    "ax[0].plot(x, dfs)\n",
    "ax[0].set_title('UnivDorm_Prince')\n",
    "ax[1].plot(x, dfs1)\n",
    "ax[1].set_title('UnivClass_Abby')\n",
    "ax[2].plot(x, dfs2)\n",
    "ax[2].set_title('UnivLab_Christy')\n",
    "ax[3].plot(x, dfs3)\n",
    "ax[3].set_title('Office_Abigail')\n",
    "ax[4].plot(x, dfs4)\n",
    "ax[4].set_title('PrimClass_Jaden')\n",
    "\n",
    "fig.text(0.5, 0.0001, 'time', ha='center')\n",
    "fig.text(0.0001, 0.5, 'kw', va='center', rotation='vertical')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
